CoreWeave vs Modal: GPU Cloud Compute Pricing (2026)
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Team size
25 seats

CoreWeave vs Modal

GPU Cloud Compute pricing comparison · 2026

CoreWeave pricing ranges from $10–$68.8/instance/hour, while Modal ranges from $0–$250/GPU/hour. These products use different pricing models (Per-seat subscription vs Usage-based (pay per token/image/minute)), so a direct price comparison isn't meaningful — costs depend on usage volume and mix.

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See pricing on each vendor's site
Above-the-fold path — each link opens the vendor's pricing page in a new tab.
Visit CoreWeave pricing
Discount programs →
Visit Modal pricing
Free plan limits → Discount programs →
Compare
2 products · AI/GPU Cloud Compute
Side-by-side · live
CoreWeave
CoreWeave is a specialized GPU cloud provider offering four compute tiers — On-Demand (1x
verified 27d ago
View pricing →
Modal
Modal is a serverless compute platform that lets Python developers run GPU and CPU workloa
verified 15d ago
View pricing →
Estimated license cost
at 25 seats
List price × seats. Click a tier below to lock it.
Pricing model unknown
Pricing model unknown
no public list price found
Usage-based
$0.001736 per second
see vendor pricing for volume tiers
What buyers actually pay
median, annual
Vendr deal-flow data. The real benchmark, not list price.
Median annual
$726/yr
Vendr · n=34
No Vendr data
—
Not in Vendr's deal flow
REF · 01

Sources & confidence

Every dollar amount and contract clause below traces back to a sourced fact. We don't manufacture composite scores.

Where this data comes from
Vendr · TrustRadius · Reddit · BBB · official docs
Sources 11 sourced facts
8 hidden-cost · 2 contract · Vendr median
Last verified 3w ago
Confidence Medium confidence
Sources 7 sourced facts
4 hidden-cost · 3 contract
Last verified 2w ago
Confidence High confidence
REF · 02

Plans at a glance

Every tier per product. Lock one to drive the cost row above and reveal a tier-specific outbound CTA.

Tier ladder
Click a tier to lock the cost row to it. Locking surfaces a tier-specific Visit CTA.
REF · 03

Hidden costs

Each cost is severity-ranked, with the dollar range quoted from its source (Vendr, Reddit, TrustRadius, BBB, official docs) — never our estimate.

Beyond the sticker
Severity-ranked, sourced
5 documented
  • Enterprise-Only Onboarding Friction
    5-15% of license costs
    1 source
  • Reserved Contract Lock-In Risk
    15-40% of license costs
    2 sources
  • On-Demand GPU Availability Constraints
    5-20% of license costs
    2 sources
  • Vendor Lock-In via Proprietary Software Stack
    10-25% of license costs
    2 sources
  • Reduced Attention for Smaller Customers
    5-10% of license costs
    1 source
2 documented
  • GPU Compute Costs Billed on Top of Plan Fee
    $2-$72/hr per GPU
    3 sources
  • DIY Configuration Overhead and Cold Start Latency
    5-15% of license costs
    1 source
REF · 04

Contract terms

The fine print, surfaced. Green = buyer-friendly. Each clause backed by a quoted source.

CoreWeave
Modal
Auto-renewal
—
—
Cancellation
—
—
Commitment
Long-term reserved contracts standard for enterprise customers; on-demand and spot available without commitment
—
Price escalation
GPU compute pricing facing downward pressure industry-wide as supply normalizes; older GPU models (H100) seeing pricing pressure as Blackwell hardware arrives
$2-$72/hr per GPU
Can downgrade
—
—
Based on 5 verified sources (Vendr · TrustRadius · BBB)
REF · 05

What users say

Aggregated, with sample sizes. We use whichever review platform has data.

User reviews
TrustRadius · Trustpilot · G2
No public ratings yet
Best for
Large-scale AI training
Watch out
No self-serve onboarding — requires meeting request and account manager approval
No public ratings yet
Best for
Individual developers and small teams getting started with serverless GPU compute
Watch out
GPU costs escalate very quickly beyond baseline usage
Decide
Get a quote from each vendor
Each link opens the vendor's pricing page in a new tab.
Visit CoreWeave pricing
Discount programs →
Visit Modal pricing
Free plan limits → Discount programs →
License cost is computed from publicly listed plans (real math, list price × seats). Median annual cost is from Vendr's deal flow when available — see source badges. Hidden costs and contract terms each cite their own sources. We do not invent composite scores.
GPU Cloud Compute

CoreWeave

$10–$68.8
/instance/hour
4 plans
Full pricing breakdown →
VS
GPU Cloud Compute

Modal

$0–$250
/GPU/hour
3 plans · Free tier
Full pricing breakdown →
⚖

Different Pricing Models

Direct price comparison isn't meaningful here — CoreWeave uses Per-seat subscription pricing while Modal uses Usage-based (pay per token/image/minute) pricing. Your actual cost will depend on usage volume, team size, or both. Here's each product in its native unit.

Per-seat subscription

CoreWeave

$10–$68.8 / instance/hour
See full CoreWeave pricing →
vs
Usage-based (pay per token/image/minute)

Modal

From $0.00000222 per second
See full Modal pricing →

CoreWeave and Modal are both gpu cloud compute competitors. This page compares their list pricing tier by tier so you can see which is cheaper for your workload shape.

Plan-by-Plan Pricing

Plan CoreWeave Modal
On-Demand (8x GPU) Custom Free /month
On-Demand (1x GPU) Custom $250 /month
Spot Custom Custom
Reserved Custom —

Hidden Costs

Beyond the sticker price — what catches buyers off guard.

CoreWeave 5 hidden costs

medium
Enterprise-Only Onboarding Friction 5-15% of license costs
high
Reserved Contract Lock-In Risk 15-40% of license costs
medium
On-Demand GPU Availability Constraints 5-20% of license costs
medium
Vendor Lock-In via Proprietary Software Stack 10-25% of license costs
low
Reduced Attention for Smaller Customers 5-10% of license costs
See all CoreWeave hidden costs →

Modal 2 hidden costs

high
GPU Compute Costs Billed on Top of Plan Fee $2-$72/hr per GPU
medium
DIY Configuration Overhead and Cold Start Latency 5-15% of license costs
See all Modal hidden costs →

Contract Terms

Term CoreWeave Modal
Auto-renewal — —
Cancellation — —
Minimum commitment Long-term reserved contracts standard for enterprise customers; on-demand and spot available without commitment —
Price escalation GPU compute pricing facing downward pressure industry-wide as supply normalizes; older GPU models (H100) seeing pricing pressure as Blackwell hardware arrives $2-$72/hr per GPU

Continue researching

CoreWeave

Modal

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